Using the Light Gradient Boosting Machine for Prediction in QSAR Models
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-99-1435-7_10
Reference10 articles.
1. Muratov EN, Bajorath J, Sheridan RP et al (2020) QSAR without borders. Chem Soc Rev 49(11):3525–3564. https://doi.org/10.1039/d0cs00098a
2. Yang X, Zhang Z, Li Q, Cai Y (2021) Quantitative structure–activity relationship models for genotoxicity prediction based on combination evaluation strategies for toxicological alternative experiments. Sci Rep 11(1):8030. https://doi.org/10.1038/s41598-021-87035-y
3. Binde CD, Tvete IF, Gåsemyr JI, Natvig B, Klemp M (2020) Comparative effectiveness of dopamine agonists and monoamine oxidase type-B inhibitors for Parkinson’s disease: a multiple treatment comparison meta-analysis. Europ J Clinical Pharmacol 76(12):1731–174. https://doi.org/10.1007/s00228-020-02961-6
4. Shao J, Gong Q, Yin Z, Pan W, Pandiyan S, Wang L (2022) S2DV: converting SMILES to a drug vector for predicting the activity of anti-HBV small molecules. Briefings Bioinformat 23(2):bbab593. https://doi.org/10.1093/bib/bbab593
5. Rao PKS (2009) CCR5 inhibitors: Emerging promising HIV therapeutic strategy. Indian J Sexually Trans Diseases AIDS 30(1):1–9. https://doi.org/10.4103/2589-0557.55471
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